Skip to content
CI

BatchNorm fixes for JAX and PyTorch workloads #4426

Sign in to view logs

BatchNorm fixes for JAX and PyTorch workloads

BatchNorm fixes for JAX and PyTorch workloads #4426

Workflow file for this run

.github/workflows/CI.yml at 28e7e21
name: CI
on: [push, pull_request]
jobs:
fastmri:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=fastmri --framework=pytorch --global_batch_size=8 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_momentum.py --tuning_search_space=reference_algorithms/target_setting_algorithms/fastmri/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=fastmri --framework=jax --global_batch_size=8 --submission_path=reference_algorithms/target_setting_algorithms/jax_momentum.py --tuning_search_space=reference_algorithms/target_setting_algorithms/fastmri/tuning_search_space.json
wmt_jax:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=wmt --framework=jax --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/jax_nadamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/wmt/tuning_search_space.json
wmt_pytorch:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=wmt --framework=pytorch --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_nadamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/wmt/tuning_search_space.json
imagenet_jax:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=imagenet_vit --framework=jax --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/jax_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/imagenet_vit/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=imagenet_resnet --framework=jax --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/jax_momentum.py --tuning_search_space=reference_algorithms/target_setting_algorithms/imagenet_resnet/tuning_search_space.json
imagenet_pytorch:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=imagenet_resnet --framework=pytorch --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_momentum.py --tuning_search_space=reference_algorithms/target_setting_algorithms/imagenet_resnet/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=imagenet_vit --framework=pytorch --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/imagenet_vit/tuning_search_space.json
# uncomment when https://github.com/mlcommons/algorithmic-efficiency/issues/339 is resolved.
criteo_jax:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=criteo1tb_test --framework=jax --global_batch_size=1 --submission_path=reference_algorithms/target_setting_algorithms/jax_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/criteo1tb/tuning_search_space.json
criteo_pytorch:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=criteo1tb_test --framework=pytorch --global_batch_size=1 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/criteo1tb/tuning_search_space.json
speech_jax:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=librispeech_conformer --framework=jax --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/jax_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/librispeech_conformer/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=librispeech_deepspeech --framework=jax --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/jax_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/librispeech_deepspeech/tuning_search_space.json
speech_pytorch:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=librispeech_deepspeech --framework=pytorch --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/librispeech_deepspeech/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=librispeech_conformer --framework=pytorch --global_batch_size=2 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_adamw.py --tuning_search_space=reference_algorithms/target_setting_algorithms/librispeech_conformer/tuning_search_space.json
ogbg:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install Modules and Run
run: |
pip install .[jax_cpu]
pip install .[pytorch_cpu]
pip install .[full]
pip install -e .
python tests/reference_algorithm_tests.py --workload=ogbg --framework=pytorch --global_batch_size=8 --submission_path=reference_algorithms/target_setting_algorithms/pytorch_nesterov.py --tuning_search_space=reference_algorithms/target_setting_algorithms/ogbg/tuning_search_space.json
python tests/reference_algorithm_tests.py --workload=ogbg --framework=jax --global_batch_size=8 --submission_path=reference_algorithms/target_setting_algorithms/jax_nesterov.py --tuning_search_space=reference_algorithms/target_setting_algorithms/ogbg/tuning_search_space.json
pytest:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install pytest
run: |
python -m pip install --upgrade pip
pip install pytest
pip install .[full]
pip install .[jax_cpu]
pip install .[pytorch_cpu]
- name: Run pytest tests
run: |
pytest -vx tests/version_test.py
pytest -vx tests/test_num_params.py
pytest -vx tests/test_param_shapes.py
pytest -vx tests/test_param_types.py
pytest -vx tests/test_ssim.py
pytest-baselines:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python 3.9
uses: actions/setup-python@v4
with:
python-version: 3.9
cache: 'pip' # Cache pip dependencies\.
cache-dependency-path: '**/setup.py'
- name: Install pytest
run: |
python -m pip install --upgrade pip
pip install pytest
pip install .[full]
pip install .[jax_cpu]
pip install .[pytorch_cpu]
- name: Run baseline tests
run: |
pytest --verbosity=1 tests/test_baselines.py